• DocumentCode
    3009717
  • Title

    Toolkit for automatic analysis of chat conversations

  • Author

    Gainaru, Ana ; Dumitrescu, Stefan Daniel ; Trausan-Matu, Stefan

  • Author_Institution
    Dept. of Comput. Sci., Politeh. Univ. of Bucharest, Bucharest, Romania
  • fYear
    2010
  • fDate
    10-12 June 2010
  • Firstpage
    99
  • Lastpage
    102
  • Abstract
    Text-based tools, such as instant messaging, forums or blogs enable online collaboration in communities all over the world. Data sources that are more conversational in nature tend to have a typical, time-driven structure that existing text analyzing tools don´t take into consideration. In this paper we propose a toolkit for information extraction from chat sessions. The system is optimized for conversational structures, integrates natural language processing with knowledge manipulation and permits to detect the topics of chat, the threads of discussion, lexical chains, the interferences between replies and coreferences.
  • Keywords
    natural language processing; text analysis; automatic analysis; chat conversations; chat sessions; conversational structures; data sources; information extraction; knowledge manipulation; natural language processing; online collaboration; text-based tools; chat analysis; semantic closeness; text processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (COMM), 2010 8th International Conference on
  • Conference_Location
    Bucharest
  • Print_ISBN
    978-1-4244-6360-2
  • Type

    conf

  • DOI
    10.1109/ICCOMM.2010.5509066
  • Filename
    5509066